Algorithm fusion for the detection and classification of sea mines in the very shallow water region using side-scan sonar imagery

被引:29
作者
Dobeck, GJ [1 ]
机构
[1] NSWC Coastal Syst Stn, Dahlgren Div, Panama City, FL 32407 USA
来源
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS V, PTS 1 AND 2 | 2000年 / 4038卷
关键词
sea mines; naval mines; automatic detection; automatic classification; sensor fusion; data fusion; algorithm fusion; side-looking sonar; side-scan sonar; sonar imagery;
D O I
10.1117/12.396262
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The very shallow water regions contain much mine-like clutter, which cause high false alarm rates in minehunting sonar systems. This paper presents a method for reducing false alarms by the fusion of multiple detection and classification algorithms. The algorithm fusion method is based on the well-known Fisher Discriminant.
引用
收藏
页码:348 / 361
页数:14
相关论文
共 36 条
[1]  
ARIDGIDES A, 2000, P SPIE 2000, V4038
[2]  
ARIDGIDES T, 1995, P SOC PHOTO-OPT INS, V2496, P475, DOI 10.1117/12.211345
[3]   Adaptive clutter suppression and fusion processing string for sea mine detection and classification in sonar imagery [J].
Aridgides, T ;
Fernandez, M ;
Dobeck, G .
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS III, PTS 1 AND 2, 1998, 3392 :243-254
[4]   Adaptive 3-dimensional range-crossrange-frequency filter processing string for sea mine classification in side-scan sonar Imagery [J].
Aridgides, T ;
Fernandez, M ;
Dobeck, G .
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS II, 1997, 3079 :111-122
[5]   Adaptive filter/feature orthogonalization processing string for optimal LLRT mine classification in side-scan sonar imagery [J].
Aridgides, T ;
Libera, P ;
Fernandez, M ;
Dobeck, G .
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS, 1996, 2765 :110-121
[6]   Adaptive clutter suppression, sea mine detection/classification and fusion processing string for sonar imagery [J].
Aridgides, T ;
Fernández, M ;
Dobeck, G .
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS IV, PTS 1 AND 2, 1999, 3710 :626-637
[7]   Detection of mine and mine-like objects in forward looking sonar data with direct sum successive approximation templates [J].
Barnes, CF ;
Hallenborg, PA ;
Patel, S ;
Fisher, D .
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS IV, PTS 1 AND 2, 1999, 3710 :670-674
[8]  
BELLO MG, 1995, P SOC PHOTO-OPT INS, V2496, P466, DOI 10.1117/12.211344
[9]   Hierarchical multilayer perceptron network based fusion algorithms for detection/classification of mines using multiple acoustic images and magnetic data [J].
Bello, MG .
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS, 1996, 2765 :84-109
[10]   Acoustic/magnetic fusion system architecture variants and their classification performance [J].
Bello, MG .
DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS II, 1997, 3079 :138-157